An enhanced approach for the progressive mean control charts. (26th December 2018)

• Record Type: Journal Article
• Authors: Abbas, Zameer; Nazir, Hafiz Zafar; Akhtar, Noureen; Riaz, Muhammad; Abid, Muhammad
• Is Part Of: Quality and reliability engineering international. Volume 35:Number 4(2019)
• Page Start: 1046
• Page End: 1060
• Publication Date: 2018-12-26
• Subjects: average run length (ARL) -- CUSUM -- DEWMA -- DMA -- double progressive mean (DPM) -- EWMA -- optimal DPM; Reliability (Engineering) -- Periodicals; Quality control -- Periodicals; High technology -- Periodicals; 620.00452
• DOI: 10.1002/qre.2444
• Languages: English
• ISSNs: 0748-8017

Abstract

Abstract: To maintain and improve the quality of the processes, control charts play an important role for reduction of variation. To detect large shifts in the process parameters, Shewhart control charts are commonly applied but for small shifts, exponentially weighted moving averages (EWMA), cumulative sum (CUSUM), double exponentially weighted moving average (DEWMA), double CUSUM, moving average (MA), double moving average (DMA), and progressive mean (PM) control charts, are used. This study proposes double progressive mean (DPM) and optimal DPM control charts to enhance the performance of the PM chart. As the proposed DPM control charts use information sequentially, hence their performance is compared with natural competitors EWMA, CUSUM, DEWMA, double CUSUM, MA, DMA, and PM control charts. Run length and its different properties are evaluated to compare the performance of the proposed charts and counterparts. Results reveal that proposed optimal DPM outperforms the other charts. An example related to voltage on fixed capacitance level is also provided to illustrate the proposed charts.